{"id":"W1804215006","doi":"10.1016/j.yebeh.2015.04.062","title":"Academic achievement one year after resective epilepsy surgery in children","year":2015,"lang":"en","type":"article","venue":"Epilepsy & Behavior","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Spelling; Epilepsy surgery; Epilepsy; Intelligence quotient; Academic achievement; Psychology; Cohort; Pediatrics; Borderline intellectual functioning; Standardized test; Medicine; Developmental psychology; Psychiatry; Cognition; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001031986,0.0003747885,0.0007454561,0.000576793,0.00005921507,0.00003047808,0.0001973546,0.0003163145,0.0005933783],"category_scores_gemma":[0.0003176084,0.0003361497,0.0002573834,0.0005839164,0.0001759072,0.0002197554,0.0001802435,0.001121077,0.001096695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008388239,"about_ca_system_score_gemma":0.0005732233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006211839,"about_ca_topic_score_gemma":0.0001111317,"domain_scores_codex":[0.9960968,0.0002476041,0.0006794613,0.0007380392,0.001099348,0.001138681],"domain_scores_gemma":[0.9977313,0.0001384271,0.0001189097,0.0007366412,0.0001930181,0.001081752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001332485,0.001872399,0.9856644,0.00001139681,0.0001239926,0.0003448664,0.0002974347,6.215417e-7,0.0003009235,0.00003287743,0.003072867,0.006945694],"study_design_scores_gemma":[0.00351359,0.0007887122,0.9923818,0.0002096218,0.0002382992,0.00004699601,0.0001758093,0.000002077307,0.001692844,0.00007854456,0.0005710112,0.0003007589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945768,0.001059544,0.000007618606,0.001021844,0.0001977596,0.001932059,0.00008721693,0.0001136523,0.001003503],"genre_scores_gemma":[0.9950768,0.0003922427,0.0004809423,0.0002980571,0.0004248857,0.001487112,0.0002518697,0.00008118385,0.001506862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006717294,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05309956535351559,"score_gpt":0.3311760404521198,"score_spread":0.2780764750986042,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}